Ecological recognition of self-esteem leveraged by video-based gait DOI Creative Commons
Xingyun Liu, Yeye Wen, Tingshao Zhu

et al.

Frontiers in Psychiatry, Journal Year: 2022, Volume and Issue: 13

Published: Oct. 10, 2022

Self-esteem is a significant kind of psychological resource, and behavioral self-esteem assessments are rare currently. Using ordinary cameras to capture one's gait pattern reveal people's meets the requirement for real-time population-based assessment. A total 152 healthy students who had no walking issues were recruited as participants. The scores data obtained using standard 2D camera Rosenberg Self-Esteem Scale (RSES). After preprocessing, dynamic features extracted training machine learning models that predicted based on data. For prediction, best results achieved by Gaussian processes linear regression, with correlation 0.51 (p < 0.001), 0.52 0.46 0.001) all participants, males, females, respectively. Moreover, highest reliability was 0.92 which RBF-support vector regression. Gait acquired can predict quite well. This innovative approach good supplement existing methods in ecological recognition leveraged video-based gait.

Language: Английский

Bimodal Self-Esteem Recognition: A Multi-Scenario Approach Based on Psychology DOI
Xinlei Zang, Juan Yang

Published: Jan. 1, 2025

Language: Английский

Citations

0
Revisiting the Birthday Number Effect, Subjective Preferences, and Self-Esteem in College Students DOI Open Access

Courtney G. Nutt,

Anna N. DiMassimo,

Ralph G. Hale

et al.

Psi Chi Journal of Psychological Research, Journal Year: 2024, Volume and Issue: 29(2), P. 120 - 128

Published: Jan. 1, 2024

People tend to prefer details related themselves. For example, people often like numbers associated with their birth date more than other numbers. This is known as the birthday number effect (Pelham et al., 2002). Discovery of this stemmed from name-letter effect, a similar phenomenon in which individuals are likely letters name over (Nuttin, 1985). The heightened fondness for connected oneself has been shown influence decisions including where one lives and whom falls love 2005). present study attempted replicate effect. A significant preference was found, F(1, 97) = 17.85, p < .001, ηp2 .16. Previous research suggested that relates self-esteem, but association had not yet tested. No correlation between self-esteem birthday-related found study, r(99) -.02, .88. However, did find women significantly lower men, t(99) -3.62, d -0.78. knowledge gained provides deeper insight into implicit feelings regarding components self-identity how they relate college student population.

Language: Английский

Citations

0
Questionnaires based on natural language processing elicit immersive ruminative thinking in ruminators: Evidence from behavioral responses and EEG data DOI Creative Commons

Yulong Li,

Chenxi Li, Tian Zhang

et al.

Frontiers in Neuroscience, Journal Year: 2023, Volume and Issue: 17

Published: March 6, 2023

Rumination is closely related to mental disorders and can thus be used as a marker of their presence or predictor development. The masking fabrication in psychological selection lead inaccurate detection disorders. Human language considered crucial eliciting specific conscious activities, the use natural processing (NLP) development questionnaires for tests has potential elicit immersive ruminative thinking, leading changes neural activity. Electroencephalography (EEG) commonly detect record activity human brain sensitive In this study, we NLP develop questionnaire induce thinking then recorded EEG signals response questionnaire. behavioral results revealed that ruminators exhibited higher arousal rates longer reaction times, specifically items showed no significant difference between control group during resting state; however, alteration coherence entire existed while they were answering items. No differences found participants two These indicate elicited ruminators. Therefore, designed using capable ruminators, offering promising approach early selection.

Language: Английский

Citations

1
Ecological recognition of self-esteem leveraged by video-based gait DOI Creative Commons
Xingyun Liu, Yeye Wen, Tingshao Zhu

et al.

Frontiers in Psychiatry, Journal Year: 2022, Volume and Issue: 13

Published: Oct. 10, 2022

Self-esteem is a significant kind of psychological resource, and behavioral self-esteem assessments are rare currently. Using ordinary cameras to capture one's gait pattern reveal people's meets the requirement for real-time population-based assessment. A total 152 healthy students who had no walking issues were recruited as participants. The scores data obtained using standard 2D camera Rosenberg Self-Esteem Scale (RSES). After preprocessing, dynamic features extracted training machine learning models that predicted based on data. For prediction, best results achieved by Gaussian processes linear regression, with correlation 0.51 (p < 0.001), 0.52 0.46 0.001) all participants, males, females, respectively. Moreover, highest reliability was 0.92 which RBF-support vector regression. Gait acquired can predict quite well. This innovative approach good supplement existing methods in ecological recognition leveraged video-based gait.

Language: Английский

Citations

1